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Engram

Official registry AI and agents

Memory for AI agent teams across tools, sessions, repositories, and teammates.

Website

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http engram 'https://api.engram.tools/mcp'
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "engram": {
            "type": "http",
            "url": "https://api.engram.tools/mcp"
        }
    }
}
NPM package engram-tools
Claude Code 
claude mcp add engram -e 'ENGRAM_API_KEY=<your engram_api_key>' -e 'ENGRAM_API_URL=<ENGRAM_API_URL>' -- npx -y engram-tools@0.4.11 mcp
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "engram": {
            "command": "npx",
            "args": [
                "-y",
                "engram-tools@0.4.11",
                "mcp"
            ],
            "env": {
                "ENGRAM_API_KEY": "<your engram_api_key>",
                "ENGRAM_API_URL": "<ENGRAM_API_URL>"
            }
        }
    }
}

Environment variables

  • ENGRAM_API_KEY secret Optional existing credential. Leave empty for an email-less free agent trial. Run engram-tools connect later to claim the workspace and keep its memories.
  • ENGRAM_API_URL Optional endpoint override. Leave unset to use https://api.engram.tools.

Frequently asked questions

What is Engram?

Memory for AI agent teams across tools, sessions, repositories, and teammates.

How do I install Engram?

It runs as a remote server. In Claude Code: claude mcp add --transport http engram 'https://api.engram.tools/mcp'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does Engram need an API key?

Yes. It expects ENGRAM_API_KEY, which you set in its configuration.

Who maintains Engram?

It is published by tools.engram. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.